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MultiLayerConfiguration.Builder builder = new NeuralNetConfiguration.Builder() | |
.seed(seed) | |
.batchSize(batchSize) | |
.optimizationAlgo(OptimizationAlgorithm.STOCHASTIC_GRADIENT_DESCENT) | |
.list(3) | |
.layer(0, new ConvolutionLayer.Builder(5, 5) | |
.nIn(nChannels) | |
.nOut(6) | |
.weightInit(WeightInit.XAVIER) | |
.activation("relu") |
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OutputStream fos = Files.newOutputStream(Paths.get("coefficients.bin")); | |
ObjectOutputStream dos = new ObjectOutputStream(fos); | |
dos.writeObject(model.params()); | |
dos.flush(); | |
dos.close(); | |
FileUtils.write(new File("conf.json"), model.getLayerWiseConfigurations().toJson()); | |
MultiLayerConfiguration confFromJson = MultiLayerConfiguration.fromJson(FileUtils.readFileToString(new File("conf.json"))); | |
ObjectInputStream dis = new ObjectInputStream(new FileInputStream("coefficients.bin")); | |
INDArray newParams = (INDArray) dis.readObject(); |
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Oct 17, 2015 11:31:58 AM com.github.fommil.jni.JniLoader liberalLoad | |
INFO: successfully loaded /var/folders/qv/50967tw918d57xzs30dg_jy40000gn/T/jniloader112843500445793214netlib-native_system-osx-x86_64.jnilib | |
11:31:58.216 [main] DEBUG org.reflections.Reflections - going to scan these urls: | |
jar:file:/Users/ieee8023/Documents/workspace3/NeuralNetworkDL4J2/lib/nd4j-x86-0.4-rc3.5.jar!/ | |
jar:file:/Users/ieee8023/Documents/workspace3/NeuralNetworkDL4J2/lib/nd4j-jackson-0.4-rc3.5.jar!/ | |
jar:file:/Users/ieee8023/Documents/workspace3/NeuralNetworkDL4J2/lib/nd4j-api-0.4-rc3.5.jar!/ | |
jar:file:/Users/ieee8023/Documents/workspace3/NeuralNetworkDL4J2/lib/nd4j-jblas-0.4-rc3.5.jar!/ | |
jar:file:/Users/ieee8023/Documents/workspace3/NeuralNetworkDL4J2/lib/nd4j-bytebuddy-0.4-rc3.5.jar!/ | |
11:31:58.313 [main] DEBUG org.reflections.Reflections - could not scan file org/nd4j/linalg/cpu/javacpp/linux-x86_64/libjniLoop.so in url jar:file:/Users/ieee8023/Documents/workspace3/NeuralNetworkDL4J2/lib/nd4j-x86-0.4-rc3.5.jar!/ with scanner SubTy |
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https://gist.github.com/ieee8023/3df2a966e789861cc7f4 |
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(function(t, e, i) { | |
function o(t) { | |
return t | |
} | |
function n(t) { | |
var e, i = [], | |
o = function() { | |
var o = arguments, | |
n = o.length; |